Projects in Awesome Lists tagged with robust-estimation
A curated list of projects in awesome lists tagged with robust-estimation .
https://github.com/statsmodels/statsmodels
Statsmodels: statistical modeling and econometrics in Python
count-model data-analysis data-science econometrics forecasting generalized-linear-models hypothesis-testing prediction python regression-models robust-estimation statistics timeseries-analysis
Last synced: 12 May 2025
https://github.com/MIT-SPARK/CertifiablyRobustPerception
Certifiable Outlier-Robust Geometric Perception
autonomous-driving computer-vision convex-optimization mixed-integer-programming outliers-detection point-cloud-registration robotics robust-estimation semidefinite-programming
Last synced: 20 Mar 2025
https://github.com/baggepinnen/totalleastsquares.jl
Solve many kinds of least-squares and matrix-recovery problems
errors-in-variables estimation imputation least-square-regression least-squares linear-regression matrix-completion missing-data missing-data-imputation nonnegative-matrix-factorization outlier-detection robust-estimation robust-pca robust-regresssion robust-statistics singular-value-decomposition total-least-square
Last synced: 26 Jan 2026
https://github.com/convexfi/fitheavytail
Mean and Covariance Matrix Estimation under Heavy Tails
cauchy covariance-estimation covariance-matrix heavy-tailed-distributions outliers robust-estimation student-t tyler
Last synced: 12 Apr 2025
https://github.com/andrewwango/femda
FEMDA: Robust classification with Flexible Discriminant Analysis in heterogeneous data. Flexible EM-Inspired Discriminant Analysis is a robust supervised classification algorithm that performs well in noisy and contaminated datasets.
20newsgroup classification discriminant-analysis em-algorithm fashion-mnist linear-discriminant-analysis machine-learning quadratic-discriminant-analysis robust-estimation robust-statistics
Last synced: 28 Mar 2025
